Generative Models by Stability AI

Diffusion model papers, survey, and taxonomy

YOLOv6: a single-stage object detection framework dedicated to industrial applications.

Transformer related optimization, including BERT, GPT

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

[AAAI 2023] Official pytorch implementation for "Curriculum Temperature for Knowledge Distillation"

OpenMMLab Model Compression Toolbox and Benchmark.

PaddleSlim is an open-source library for deep model compression and architecture search.

Model Quantization Benchmark

Two simple and effective designs of vision transformer, which is on par with the Swin transformer

对 YOLOv3 做模型剪枝（network slimming），对于 oxford hand 数据集（因项目需要），模型剪枝后的参数量减少 80%，Infer 的速度达到原来 2 倍，mAP 基本不变

Fast & Simple Resource-Constrained Learning of Deep Network Structure

An open-source C++ library developed and used at Facebook.

Deep Learning Book Chinese Translation

Caffe: a fast open framework for deep learning.

Deep Compression on AlexNet

caffe pro